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28th DASFAA 2023: Tianjin, China - Part IV
- Xin Wang
, Maria Luisa Sapino
Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part IV. Lecture Notes in Computer Science 13946, Springer 2023, ISBN 978-3-031-30677-8
Applications of Machine Learning
- Ling Zhuang, Po Hu, Weizhong Zhao:
Event Relation Extraction Using Type-Guided Attentive Graph Convolutional Networks. 3-20 - Haochen Li, Tong Mo, Di Geng, Weiping Li:
PMJEE: A Prototype Matching Framework for Joint Event Extraction. 21-36 - Junli Wang, Xujian Zhao, Peiquan Jin, Chunming Yang
Storyline Generation from News Articles Based on Approximate Personalized Propagation of Neural Predictions. 37-52 - Lei Zhang, Hongbo Xu, Fengzhao Shi, Chaoyang Yan, Yongxiu Xu:
Broaden Your Horizons: Inter-news Relation Mining for Fake News Detection. 53-62 - Wen-Bo Xie
Cost-Effective Clustering by Aggregating Local Density Peaks. 63-73 - Zhaochen Li, Kedian Mu:
Enlarge the Hidden Distance: A More Distinctive Embedding to Tell Apart Unknowns for Few-Shot Learning. 74-83 - Yi Xin, Siqi Luo, Pengsheng Jin, Yuntao Du, Chongjun Wang:
Self-Training with Label-Feature-Consistency for Domain Adaptation. 84-99 - Sinong Zhao, Zhaoyang Yu, Xiaofei Wang, Trent G. Marbach
Meta Pseudo Labels for Anomaly Detection via Partially Observed Anomalies. 100-109 - Xiaocong Chen
Learning Enhanced Representations via Contrasting for Multi-view Outlier Detection. 110-120 - Yijun Liu, Feifei Dai, Xiaoyan Gu, Haihui Fan, Dong Liu, Bo Li, Weiping Wang:
Powering Fine-Tuning: Learning Compatible and Class-Sensitive Representations for Domain Adaption Few-shot Relation Extraction. 121-131 - Haowen Zhang
Accelerating Exact K-Means++ Seeding Using Lower Bound Based Framework. 132-141 - Shun Zhang, Jiaqi Bai, Tongliang Li, Zhao Yan, Zhoujun Li:
Modeling Intra-class and Inter-class Constraints for Out-of-Domain Detection. 142-158 - Richa Hu, Dan Li, See-Kiong Ng, Zibin Zheng:
CB-GAN: Generate Sensitive Data with a Convolutional Bidirectional Generative Adversarial Networks. 159-174 - Jia Li
Rainfall Spatial Interpolation with Graph Neural Networks. 175-191 - Binwu Wang, Yudong Zhang
A Knowledge-Driven Memory System for Traffic Flow Prediction. 192-207 - Zhuo Li, Yifei Shen, Ruiqing Xu, Yu Yang, Jiannong Cao, Linchun Wu, Qing Wu:
Weakly-Supervised Multi-action Offline Reinforcement Learning for Intelligent Dosing of Epilepsy in Children. 208-223 - Qianjin Du, Xiaohui Kuang, Xiang Li, Gang Zhao:
Fine-Grained Software Vulnerability Detection via Neural Architecture Search. 224-238 - Feng Xie
Adversarial Learning-Based Stance Classifier for COVID-19-Related Health Policies. 239-249 - Beichen Kang, Xiaosu Wang, Yun Xiong, Yao Zhang, Chaofan Zhou, Yangyong Zhu, Jiawei Zhang, Chunlei Tang:
Automatic ICD Coding Based on Segmented ClinicalBERT with Hierarchical Tree Structure Learning. 250-265 - Mingxia Wang, Yun Xiong, Yao Zhang, Philip S. Yu, Yangyong Zhu:
Hierarchical Encoder-Decoder with Addressable Memory Network for Diagnosis Prediction. 266-275 - Zhe Qu, Lizhen Cui, Yonghui Xu:
DP-MHAN: A Disease Prediction Method Based on Metapath Aggregated Heterogeneous Graph Attention Networks. 276-285 - Tianyu Zhao, Chengliang Chai, Jiabin Liu, Guoliang Li, Jianhua Feng, Zitao Liu:
A Topic-Aware Data Generation Framework for Math Word Problems. 286-302 - Yucen Gao, Yulong Song, Xikai Wei, Xiaofeng Gao, Guihai Chen:
SACA: An End-to-End Method for Dispatching, Routing, and Pricing of Online Bus-Booking. 303-313 - Qing Cong
Chinese Medical Nested Named Entity Recognition Model Based on Feature Fusion and Bidirectional Lattice Embedding Graph. 314-324 - Denghao Ma, Jiajia Sun, Yueguo Chen, Liang Shen, Genliang Yi:
Two-stage Interest Calibration Network for Reranking Hotels. 325-335 - Yubin Zheng, Peng Tang, Weidong Qiu, Hao Wang, Jie Guo, Zheng Huang:
A Novel Deep Learning Framework for Interpretable Drug-Target Interaction Prediction with Attention and Multi-task Mechanism. 336-352 - Wenqiang He, Mingyue Cheng, Qi Liu, Zhi Li:
ShapeWordNet: An Interpretable Shapelet Neural Network for Physiological Signal Classification. 353-369 - Bin Wu
DualFraud: Dual-Target Fraud Detection and Explanation in Supply Chain Finance Across Heterogeneous Graphs. 370-379 - Leilei Lin, Yumeng Jin, Lijie Wen
Process Drift Detection in Event Logs with Graph Convolutional Networks. 380-396 - Lin Meng, Yuxiang Ren, Jiawei Zhang:
Decoupling Graph Neural Network with Contrastive Learning for Fraud Detection. 397-414 - Zhenyang Yu, Xinye Wang
TUAF: Triple-Unit-Based Graph-Level Anomaly Detection with Adaptive Fusion Readout. 415-430 - Haitao Liang, An Liu, Jianfeng Qu, Wei Chen, Xiaofang Zhang, Lei Zhao:
Region-Aware Graph Convolutional Network for Traffic Flow Forecasting. 431-446 - Yuyang Xia, Shuncheng Liu, Rui Hu, Quanlin Yu, Xiushi Feng, Kai Zheng, Han Su:
SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning. 447-462
Industry Papers
- Houyi Li, Zhihong Chen, Zhao Li, Qinkai Zheng, Peng Zhang, Shuigeng Zhou:
GIPA: A General Information Propagation Algorithm for Graph Learning. 465-476 - Jun Zhou, Qitao Shi, Yi Ding, Lin Wang, Longfei Li, Feng Zhu:
AntTune: An Efficient Distributed Hyperparameter Optimization System for Large-Scale Data. 477-489 - Hongcheng Guo, Yuhui Guo, Jian Yang, Jiaheng Liu, Zhoujun Li, Tieqiao Zheng, Liangfan Zheng, Weichao Hou, Bo Zhang:
LogLG: Weakly Supervised Log Anomaly Detection via Log-Event Graph Construction. 490-501 - Ming Li, Naiyin Liu, Xiaofeng Pan
FAN: Fatigue-Aware Network for Click-Through Rate Prediction in E-commerce Recommendation. 502-514 - Ang Li, Jian Hu, Wei Lu, Ke Ding, Xiaolu Zhang, Jun Zhou, Yong He, Liang Zhang, Lihong Gu:
Global-Aware Model-Free Self-distillation for Recommendation System. 515-518 - Ke Tu, Zhengwei Wu, Binbin Hu, Zhiqiang Zhang, Peng Cui, Xiaolong Li, Jun Zhou:
A Scalable Social Recommendation Framework with Decoupled Graph Neural Network. 519-531 - Xiangyu Zhang, Zongqiang Kuang, Zehao Zhang, Fan Huang, Xianfeng Tan:
Cold & Warm Net: Addressing Cold-Start Users in Recommender Systems. 532-543 - Yangyang Hou, Daixin Wang, Binbin Hu, Ruoyu Zhuang, Zhiqiang Zhang, Jun Zhou, Feng Zhao, Yulin Kang, Zhanwen Qiao:
Unsupervised Fraud Transaction Detection on Dynamic Attributed Networks. 544-555 - Yunong Chen, Yuying Lin, Bojian Zhang, Dongming Zhao, Haiwei Zhang, Yanlong Wen:
Personalized Dissatisfied Users Prediction in Mobile Communication Service. 556-567 - Shuoshuo Sun, Zhihua Chai, Rui Wu, Jiawei Jin, Yonggeng Wang, Wenhao Xu, Guilin Qi:
Customer Complaint Guided Fault Localization Based on Domain Knowledge Graph. 568-579 - Dugang Liu, Yang Qiao, Xing Tang
Self-Sampling Training and Evaluation for the Accuracy-Bias Tradeoff in Recommendation. 580-592 - Tongyu Wu, Rong Gu, Yang Li, Hongbin Ma, Yi Chen, Ying Zhu, Xiaoxiang Yu, Tengting Xu, Yihua Huang:
Raven: Benchmarking Monetary Expense and Query Efficiency of OLAP Engines on the Cloud. 593-605 - Lei Zhang, Mingliang Wang, Xin Zhou, Xingyu Wu, Yiming Cao, Yonghui Xu, Lizhen Cui, Zhiqi Shen:
Dual Graph Multitask Framework for Imbalanced Delivery Time Estimation. 606-618 - Hongxuan Liu, Jie Wang, Yansong Wang, Shuling Yang, Hanzhu Chen, Binbin Fang:
Real-Time Information Extraction for Phone Review in Car Loan Audit. 619-630 - Yongzhe Jia, Jianguo Wei, Zirui Chen, Dawei Xu, Lifan Han, Yang Liu:
HyperMatch: Knowledge Hypergraph Question Answering Based on Sequence Matching. 631-642
Demo Papers
- Jing Yu, Zhenyang Yu, Kaiming Zhan, Fan Wu, Bo Yin, Lei Duan:
IFGDS: An Interactive Fraud Groups Detection System for Medicare Claims Data. 645-649 - Huaiyuan Liu, Hongzhi Wang, Hekai Huang, Donghua Yang, Yong Tang, Yanhao Huang:
PFKMaster: A Knowledge-Driven Flow Control System for Large-Scale Power Grid. 650-657 - Shengyi Ji
PEG: A Partial Evaluation-based Distributed RDF Graph System. 658-662 - Dongsheng Wang
ODSS-RCPM: An Online Decision Support System Based on Regional Co-location Pattern Mining. 663-668 - Zihao Zhao, Zhihong Shen, Along Mao, Huajin Wang, Chuan Hu
PandaDB: An AI-Native Graph Database for Unified Managing Structured and Unstructured Data. 669-673 - Xiaoou Ding
Cleanits-MEDetect: Multiple Errors Detection for Time Series Data in Cleanits. 674-678 - Zhihao Yang, Yunqi Zhang, Songda Li, Qinhui Chen, Hui Zhao, Wei Cai, Xi Lin:
TrajTrace: Tracing Moving Objects over Social Media. 679-684 - Zheming Ye, Xing Tong, Wei Fan, Zhao Zhang, Cheqing Jin:
A Raft Variant for Permissioned Blockchain. 685-689 - Bingya Wu, Xin Jin, Jianqiu Xu:
MOCache: A Cache Management Tool for Moving Object Databases. 690-695 - Yu Yan, Bo Zheng, Hongzhi Wang, Jinkai Zhang, Yutong Wang:
CnosDB: A Flexible Distributed Time-Series Database for Large-Scale Data. 696-700 - Xinzhe Huang, Yujue Wang, Hai Liang, Yong Ding, Qianhong Wu, Ziyi Zhang, Qiang Qu:
EduChain: A Blockchain-Based Privacy-Preserving Lifelong Education Platform. 701-706 - Shuyi Zhang
ChainSync: A Real-Time Multi-chain ETL System for dApp Development. 707-711 - Lipan Chen, Yujue Wang, Yong Ding, Hai Liang, Changsong Yang, Huiyong Wang:
IoT-Assisted Blockchain-Based Car Rental System Supporting Traceability. 712-718 - Wenbo Xu, Yueguo Chen, Shengwei Huang, Xiongpai Qin, Li Chong:
DiCausal: Exploiting Domain Knowledge for Interactive Causal Discovery. 719-723 - Jiajia Sun, Juan Wang, Yueguo Chen, Xiongpai Qin:
Flowris: Managing Data Analysis Workflows for Conversational Agent. 724-728
PhD Consortium
- Xuemin Wang, Tianlong Gu, Xuguang Bao
Fair and Privacy-Preserving Graph Neural Network. 731-735 - Jingyun Xu
Improving Cross-Domain Named Entity Recognition from the Perspective of Representation. 736-742 - Zhao Li:
Knowledge Hypergraph Reasoning Based on Representation Learning. 743-747 - Jianing Xia:
Knowledge-Based Course Map Generation for Student Performance Prediction. 748-752
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